Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: MOGAT2

Gene summary for MOGAT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MOGAT2

Gene ID

80168

Gene namemonoacylglycerol O-acyltransferase 2
Gene AliasDGAT2L5
Cytomap11q13.5
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q3SYC2


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
80168MOGAT2HTA11_2487_2000001011HumanColorectumSER2.52e-137.35e-01-0.1808
80168MOGAT2HTA11_1938_2000001011HumanColorectumAD3.52e-033.84e-01-0.0811
80168MOGAT2HTA11_347_2000001011HumanColorectumAD2.58e-277.77e-01-0.1954
80168MOGAT2HTA11_3361_2000001011HumanColorectumAD1.16e-044.03e-01-0.1207
80168MOGAT2HTA11_696_2000001011HumanColorectumAD3.70e-175.79e-01-0.1464
80168MOGAT2HTA11_866_2000001011HumanColorectumAD1.28e-033.25e-01-0.1001
80168MOGAT2HTA11_1391_2000001011HumanColorectumAD3.45e-073.58e-01-0.059
80168MOGAT2HTA11_546_2000001011HumanColorectumAD2.11e-023.58e-01-0.0842
80168MOGAT2HTA11_7862_2000001011HumanColorectumAD2.49e-023.81e-01-0.0179
80168MOGAT2HTA11_99999974143_84620HumanColorectumMSS2.00e-02-1.43e-010.3005
80168MOGAT2CRC-1-8810HumanColorectumCRC5.12e-03-1.57e-010.6257
80168MOGAT2CRC-3-11773HumanColorectumCRC1.80e-03-1.52e-010.2564
80168MOGAT2Pat01-BHumanStomachGC4.54e-315.64e-010.5754
80168MOGAT2Pat03-BHumanStomachGC7.07e-173.59e-010.3693
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
GCThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0044262ColorectumADcellular carbohydrate metabolic process87/3918283/187236.00e-051.01e-0387
GO:0045017ColorectumADglycerolipid biosynthetic process69/3918252/187238.33e-034.88e-0269
GO:00060661ColorectumSERalcohol metabolic process79/2897353/187233.50e-045.50e-0379
GO:0022600ColorectumSERdigestive system process29/2897104/187238.57e-041.05e-0229
GO:0046486ColorectumSERglycerolipid metabolic process82/2897392/187232.26e-032.17e-0282
GO:0050892ColorectumSERintestinal absorption14/289741/187232.45e-032.32e-0214
GO:00450171ColorectumSERglycerolipid biosynthetic process55/2897252/187234.47e-033.56e-0255
GO:00060662ColorectumMSSalcohol metabolic process92/3467353/187232.57e-043.46e-0392
GO:00508921ColorectumMSSintestinal absorption17/346741/187235.48e-046.10e-0317
GO:00226001ColorectumMSSdigestive system process31/3467104/187233.46e-032.59e-0231
GO:00450173ColorectumCRCglycerolipid biosynthetic process47/2078252/187232.47e-044.06e-0347
GO:00508923ColorectumCRCintestinal absorption13/207841/187233.29e-045.04e-0313
GO:00464861ColorectumCRCglycerolipid metabolic process64/2078392/187231.01e-031.19e-0264
GO:00442622ColorectumCRCcellular carbohydrate metabolic process49/2078283/187231.06e-031.24e-0249
GO:00060664ColorectumCRCalcohol metabolic process57/2078353/187232.37e-032.27e-0257
GO:00226003ColorectumCRCdigestive system process21/2078104/187234.67e-033.62e-0221
GO:0019751ColorectumCRCpolyol metabolic process22/2078114/187236.73e-034.77e-0222
GO:0007586StomachGCdigestion38/1159137/187231.80e-151.22e-1238
GO:00226006StomachGCdigestive system process30/1159104/187235.40e-132.10e-1030
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00561ColorectumADGlycerolipid metabolism24/209263/84651.25e-024.54e-022.90e-0224
hsa005611ColorectumADGlycerolipid metabolism24/209263/84651.25e-024.54e-022.90e-0224
hsa005612ColorectumMSSGlycerolipid metabolism23/187563/84656.55e-032.64e-021.62e-0223
hsa005613ColorectumMSSGlycerolipid metabolism23/187563/84656.55e-032.64e-021.62e-0223
hsa04975StomachGCFat digestion and absorption14/70843/84655.71e-068.30e-055.84e-0514
hsa005614StomachGCGlycerolipid metabolism12/70863/84655.36e-033.01e-022.12e-0212
hsa049751StomachGCFat digestion and absorption14/70843/84655.71e-068.30e-055.84e-0514
hsa0056111StomachGCGlycerolipid metabolism12/70863/84655.36e-033.01e-022.12e-0212
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
MOGAT2SNVMissense_Mutationnovelc.768N>Gp.Ile256Metp.I256MQ3SYC2protein_codingdeleterious(0.01)possibly_damaging(0.774)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MOGAT2SNVMissense_Mutationrs754525542c.790N>Tp.Arg264Cysp.R264CQ3SYC2protein_codingdeleterious(0.05)probably_damaging(0.997)TCGA-CA-6715-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinCR
MOGAT2SNVMissense_Mutationrs781112029c.161N>Tp.Ala54Valp.A54VQ3SYC2protein_codingtolerated(0.52)benign(0.053)TCGA-CM-4752-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MOGAT2SNVMissense_Mutationrs554620597c.637G>Ap.Ala213Thrp.A213TQ3SYC2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MOGAT2deletionFrame_Shift_Delc.408delNp.His138IlefsTer2p.H138Ifs*2Q3SYC2protein_codingTCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MOGAT2SNVMissense_Mutationnovelc.596N>Cp.Phe199Serp.F199SQ3SYC2protein_codingtolerated(0.26)benign(0.038)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MOGAT2SNVMissense_Mutationrs771070357c.649N>Ap.Gly217Argp.G217RQ3SYC2protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
MOGAT2SNVMissense_Mutationnovelc.965N>Cp.Lys322Thrp.K322TQ3SYC2protein_codingdeleterious(0.02)possibly_damaging(0.596)TCGA-AJ-A3BK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MOGAT2SNVMissense_Mutationnovelc.584G>Tp.Arg195Metp.R195MQ3SYC2protein_codingtolerated(0.11)probably_damaging(0.95)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
MOGAT2SNVMissense_Mutationrs370837360c.830G>Ap.Arg277Hisp.R277HQ3SYC2protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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